If Windows keeps changing back to high contrast mode despite repeated attempts to change in Control Panel > All Control Panel Items > Personalization and disabling all options under "Choose a High Contrast theme" in Control Panel > All Control Panel Items > Ease of Access Center > "Make the computer easier to see", head to the Lock Screen > Ease of Access icon at bottom left > and turn off High Contrast.